Federated domain generalization for condition monitoring in ultrasonic metal welding

Keyphrases

• Condition Monitoring 100%
• Ultrasonic Metal Welding 100%
• Domain Generalization 100%
• Manufacturing Applications 15%
• Data Sharing 15%
• Monitoring Framework 15%
• Working Surface 15%
• Process Configuration 15%
• Feature Space 7%
• Industrial Application 7%
• Excellent Performance 7%
• Learning Algorithm 7%
• Data Distribution 7%
• Training Data 7%
• Surface Condition 7%
• Monitoring Accuracy 7%
• Collaborative Model 7%
• Monitoring Capabilities 7%
• Training Model 7%
• Surface Contamination 7%
• Distributed Learning 7%
• Monitoring Task 7%
• Data Privacy 7%
• Data Pooling 7%
• Machine Learning Models 7%
• Welding Condition 7%
• Data-limited 7%
• New Manufacturing Processes 7%
• Generalization Ability 7%
• Monitoring Surfaces 7%
• Unified Representation 7%
• Condition Identification 7%
• Joining Qualities 7%
• Imbalanced Data 7%
• Monitoring Model 7%
• Welding Application 7%
• Tool Condition Monitoring 7%
• Joining Technology 7%
• Federated Learning 7%
• Tool Deterioration 7%
• Generalization Technique 7%
• Data Privacy Concerns 7%
• Process Anomalies 7%

Computer Science

• Condition Monitoring 100%
• Data Sharing 14%
• Data Privacy 14%
• Workpiece Surface 14%
• Process Configuration 14%
• Feature Space 7%
• Data Distribution 7%
• Training Data 7%
• Training Model 7%
• Learning Algorithm 7%
• Distributed Learning 7%
• Privacy Concern 7%
• Generalizability 7%
• Challenging Scenario 7%
• Federated Learning 7%
• Machine Learning 7%
• Learning System 7%
• Industrial Application 7%